I agree that any future expected event is uncertain. For example, I think there’s a small chance a black hole traveling at 0.1c smashes our solar system overnight and the sun never rises again.
To answer the question, I think the civil war was exactly as avoidable as you think world war 2 was. It’s more a question of semantics at this point, given they are unchangable past events.